FH

PathFinderByYolo

Object Detection

PathFinderByYolo Image Dataset

v4

2023-05-29 5:00pm

Generated on May 29, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 87%
146Images
Valid Set 7%
11Images
Test Set 7%
11Images

Preprocessing

Auto-Orient: Applied
Static Crop: 32-69% Horizontal Region, 19-82% Vertical Region
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down